| 2005 | Meaning Representation with Multilayered Extended Semantic Networks. | Hermann Helbig |
| 2005 | A Cognitive Grammar Motivated Ontology for Processing with Term Cycles and Non-Classical Negation. | Daniel T. Heinze |
| 2005 | A Spatio-Temporal View of Knowledge. | Bernhard Heinemann |
| 2005 | Natural Language Inference as Triggered Submodel Search. | Daniel Hardt |
| 2005 | On Temporal Analysis of Timed Influence Nets Using Point Graphs. | Sajjad Haider, Abbas K. Zaidi, Alexander H. Levis |
| 2005 | Correction of Uniformly Noisy Distributions to Improve Probabilistic Grammatical Inference Algorithms. | Amaury Habrard, Marc Bernard, Marc Sebban |
| 2005 | Automating Planning Using Natural Language. | Kalyan Moy Gupta, David W. Aha |
| 2005 | Skeleton-based Wayfinding for Computer Games. | Hans W. Guesgen, Paul Shotbolt |
| 2005 | AutoTutor's Coverage of Expectations during Tutorial Dialogue. | Arthur C. Graesser, Andrew Olney, Matthew Ventura, G. Tanner Jackson |
| 2005 | Tightening the Loop: From Machine-Nature Communication Towards Symbiosis. | Andy Gracie, Brian Lee Yung Rowe |
| 2005 | A Decomposition Technique for CSPs Using Maximal Independent Sets and Its Integration with Local Search. | Joel M. Gompert, Berthe Y. Choueiry |
| 2005 | Text Classification Using Graph-Encoded Linguistic Elements. | Kevin R. Gee, Diane J. Cook |
| 2005 | Social Network Structures and Their Impact on Multi-Agent System Dynamics. | Matthew E. Gaston, Marie desJardins |
| 2005 | Assessment of a Novel Technique for Indexing Real World Temporal Cases. | Mykola Galushka, David W. Patterson |
| 2005 | On the Peculiarities of Default Reasoning of Children with Autism. | Boris A. Galitsky, Don Peterson |
| 2005 | Implementing Commonsense Reasoning Via Semantic Skeletons for Answering Complex Questions. | Boris A. Galitsky |
| 2005 | A Context-based Representation of Organizational Structures. | Alexandre Gachet, Patrick Brzillon |
| 2005 | Integrating Domain Ontologies into Knowledge-Based Systems. | Frdric Frst, Francky Trichet |
| 2005 | Emotion Recognition Agent for On-Line Learning Systems. | Claude Frasson, Soumaya Chaffar, Mohammed Abdel Razek, Magalie Ochs |
| 2005 | Jazz Melody Generation from Recurrent Network Learning of Several Human Melodies. | Judy A. Franklin |
| 2005 | Identification of Stellar Population in Galactic Spectra Using the Hierarchical Desicion Ensemble. | Trilce Estrada, Olac Fuentes |
| 2005 | Learning Macros with an Enhanced LZ78 Algorithm. | Forrest Elliott, Manfred Huber |
| 2005 | Second Order Effects in Interval Valued Decision Graph Models. | Love Ekenberg, Mats Danielson, Aron Larsson |
| 2005 | Integrating Knowledge-Level Agents in the (Semantic) Web: An Agent-based Open Service Architecture. | Nicola Dragoni, Mauro Gaspari, Davide Guidi |
| 2005 | A DisCSP Solving Algorithm Based on Sessions. | Arnaud Doniec, Sylvain Piechowiak, Ren Mandiau |